A selection of our current projects
The Medical Machine Learning Lab develops Machine Learning solutions in all areas of medicine.
Real-time Acute Kidney Injury (AKI) Prediction
A deterioration in renal function and acute kidney injury (AKI) is one of the most common complications patients in the intensive care unit …
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Biomarkers for Major Depressive Disorder
Considering that biological psychiatry is built on the premise that mental disorders have a neural basis, it is essential for the field to …
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ReMap: Remote Monitoring in Psychiatry
Together with Prof. Dr. Nils Opel from the Department of Psychiatry and Psychotherapy at Jena University Hospital, we aim to advance mental …
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Controlling Confounds in Biomarker-Based Clinical Prediction Models
In recent years, brain-based clinical prediction models have shown great promise in identifying biomarkers for psychiatric and neurological …
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Digital Twin
Many diseases afflict individuals not only with acute symptoms, but also with long-term, chronic burdens that extend far beyond single …
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Wearable Technology for Mental Health
Our goal is to improve mental health outcomes and enhance the well-being of individuals grappling with mental disorders. In pursuit of this …
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